Ragbuilder

What's Changed
* Enhance `DataProcessor` Class for Error Handling, Efficiency, and Logging Improvements by Mefisto04 in https://github.com/KruxAI/ragbuilder/pull/72
* Bug fixes by aravind10x in https://github.com/KruxAI/ragbuilder/pull/77

New Contributors
* Akhsuna07 made their first contribution in https://github.com/KruxAI/ragbuilder/pull/75
* Mefisto04 made their first contribution in https://github.com/KruxAI/ragbuilder/pull/72

**Full Changelog**: https://github.com/KruxAI/ragbuilder/compare/0.0.21...0.0.22

What's Changed
* VectorDB Support: Qdrant & Weaviate by ashwinzyx in https://github.com/KruxAI/ragbuilder/pull/73
* Docker-Brew fix by ashwinzyx in https://github.com/KruxAI/ragbuilder/pull/74


**Full Changelog**: https://github.com/KruxAI/ragbuilder/compare/0.0.20...0.0.21

What's Changed
* Add chat playground by aravind10x in https://github.com/KruxAI/ragbuilder/pull/64

New Contributors
* eltociear made their first contribution in https://github.com/KruxAI/ragbuilder/pull/48
* FarukhS52 made their first contribution in https://github.com/KruxAI/ragbuilder/pull/60
* Ruhi14 made their first contribution in https://github.com/KruxAI/ragbuilder/pull/61

**Full Changelog**: https://github.com/KruxAI/ragbuilder/compare/0.0.18...0.0.20

What's Changed
* Colbert Retriever by ashwinzyx in https://github.com/KruxAI/ragbuilder/pull/53
* Change re-ranker selection to 1 at a time by aravind10x in https://github.com/KruxAI/ragbuilder/pull/54

**Full Changelog**: https://github.com/KruxAI/ragbuilder/compare/0.0.17...0.0.18

What's New:
- **Support for Re-Rankers**:
- **ColBERTv2**: colbertv2.0
- **Cohere**: rerank-english-v3.0
- **Jina**: jina-reranker-v1-base-en
- **Cross-Encoder Rerankers**:
- Mixedbread-ai/mxbai-rerank-base-v1
- BAAI/bge-reranker-base
- **FlashRank**: ms-marco-MiniLM-L-12-v2
- **RankLLM**: GPT-4o
- **Data Processing**:
- Remove Stopwords, Strip Tags, Punctuation, Whitespaces, Stem Text
- **Hyperparameter Visualization**:
- Track Bayesian Optimization progress and visualize parameter importance.

What's Changed:
- Optimization insights by aravind10x in [50](https://github.com/KruxAI/ragbuilder/pull/50)
- Added Five Rerankers by ashwinzyx in [51](https://github.com/KruxAI/ragbuilder/pull/51)
- Data Processing by ashwinzyx in [49](https://github.com/KruxAI/ragbuilder/pull/49)
- Updated setup.py by ashwinzyx in [52](https://github.com/KruxAI/ragbuilder/pull/52)

**Full Changelog**: [0.0.16...0.0.17](https://github.com/KruxAI/ragbuilder/compare/0.0.16...0.0.17)

What new
- 10% Sampling for Trials runs
- Contextual Retriever from Anthropic
- Optuna Intergration for more Efficient Hyperparameter tuning

What's Changed
* Sampling aravind10x in https://github.com/KruxAI/ragbuilder/pull/45
* Optuna Integration Hyperparameter tuning
* Contextual retriever by ashwinzyx in https://github.com/KruxAI/ragbuilder/pull/44
* Minor: View Result While Execution in Progress


**Full Changelog**: https://github.com/KruxAI/ragbuilder/compare/0.0.15...0.0.16